ChemFORWARD and Z2Data Demonstrate a New Approach to Chemical Visibility at Scale
Applying hazard-based insights to aggregated supply chain data to support more proactive chemical decision-making.
Executive Summary
ChemFORWARD and Z2Data are expanding their partnership to demonstrate how hazard-based insights can be applied to large-scale supply chain data.
Building on the integration of ChemFORWARD's Hazard Bands into Z2Data's Compliance Manager, the organizations conducted a pilot analysis applying ChemFORWARD's Safer Chemistry Profile methodology to aggregated component-level data spanning millions of parts and thousands of chemical disclosures.
The analysis demonstrates that hazard characterization can be applied at scale, transforming chemical data into actionable insights. By combining component-level intelligence with standardized hazard evaluation, organizations can move beyond compliance tracking and toward more informed prioritization, supplier engagement, and chemical decision-making.
Pilot at a Glance
Four Key Findings
About the Pilot & Safer Chemistry Profile
Important Context
This pilot analysis is directional in nature and demonstrates the application of hazard characterization at scale. Results are not attributable to any specific company, product, or particular industry, and are not intended as an industry benchmark.
Data Sources Utilized
Z2Data Component Chemicals
Safer Chemistry Profile Metrics
Substance Breakdown
How Hazard-Based Insights Create Value
What the Data Reveals
Chemical hazards are knowable at component-level data
Across roughly 7 million parts and 95 million substance disclosures, approximately two-thirds of substances could be successfully assigned a Hazard Band, transforming compliance files into proactive intelligence.
The number of substances is surprisingly manageable
Despite the dataset scale, chemical use consolidates into approximately 3,000+ unique substances. This lets organizations focus resources on a highly defined, strategic subset of materials.
Hazard-based screening complements compliance frameworks
Assess materials based on intrinsic hazard characteristics rather than list status. Roughly 78% of the top 100 chemicals of concern identified here appear on standard electronics RSLs.
Data gaps remain a primary barrier to confident decision-making
One-third of substances remain uncharacterized. Tracking these knowledge gaps back to component-level intelligence allows targeted supplier engagement and strategic reduction of uncertainty.
Data Gaps Are Not Uniform
Data completeness and hazard presence vary dramatically across component types, allowing organizations to target intervention where it matters most.
From Insight to Action
This pilot shows how combining Z2Data's component-level intelligence with ChemFORWARD's hazard data turns chemical information into a practical decision-making tool.